Re: RDF finally has its long awaited Generic Client!

A "generic client" sounds for me as a "generic client" for any kind of
database. It lacks what is meant for an application ("killer" or not) like
its domain's use cases and its behaviors and flows rendered meaningfully in
an user interface (or API). Browsers allowed us to do that, not without
significant effort, by declaratively stating the "meaning" and "behaviors"
of components rendered on each "applications" pages (flows).

IMHO, what we need is a framework that, for any integrated / linked source
of (semantic) data, renders for us useful applications, translating what is
expressed in simple statements source data into a "representation" which
allows to interact with that underlying data in a contextualized use-case
driven fashion. All this by only "feeding" the "browser" with the data and
schemes to be aligned inferring the rest by aggregation, alignment and
activation means of these source data / schemes.

All this leveraging Semantic inference, heuristics (FCA: Formal Concept
Analysis), Domain Driven Development, DCI (Data, Contexts and Interactions)
design patterns and, of course, GenAI / LLMs.

Sorry for the self-ad, but this is what I've been working on for a long
time:
https://sebxama.blogspot.com/2025/10/semantic-web-genai-enabled-eai.html

Regards,
Sebastián.


On Mon, Sep 29, 2025, 1:52 PM Kingsley Idehen <kidehen@openlinksw.com>
wrote:

> Hi Everyone,
>
> It’s been a while!
>
> Something important is happening right now, thanks to the emergence of
> LLMs as the long-awaited generic RDF client (the so-called “killer app”).
> We all know how Mosaic → Mozilla/Netscape made HTML and HTTP globally
> usable by end-users and developers alike. Well, the very same thing is
> finally happening with RDF—albeit some 20+ years later than expected.
>
> Here’s a post I recently published on LinkedIn about this critical
> development:
>
>
> https://www.linkedin.com/pulse/large-language-models-llms-powerful-generic-rdf-clients-idehen-xwhfe
>
> --
> Regards,
>
> Kingsley Idehen 
> Founder & CEO
> OpenLink Software
> Home Page: http://www.openlinksw.com
> Community Support: https://community.openlinksw.com
>
> Social Media:
> LinkedIn: http://www.linkedin.com/in/kidehen
> Twitter : https://twitter.com/kidehen
>
>